Object Detection on COCO (val) (IoU-Specific PRF1)
73.88Recall @ IoU=0.5GLIP
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| GLIPPublication=CVPR 20222026.01 | 73.88 | 49.69 | 59.42 | 15.28 | 10.28 | 12.29 | 58.14 | 39.1 | 46.76 | |
| Yolo-worldPublication=CVPR 20242026.01 | 66.53 | 58.44 | 62.22 | 17.19 | 16 | 16.57 | 52.81 | 46.62 | 49.52 | |
| Grounding DINOPublication=ECCV 20242026.01 | 62.72 | 60.81 | 61.75 | 17 | 16.53 | 16.76 | 49.94 | 48.46 | 49.18 | |
| GW-VLM-LlamaBackbone=Llama2026.01 | 62.2 | 65.5 | 63.81 | 16.5 | 17.52 | 17.01 | 51.42 | 53.01 | 52.2 | |
| GW-VLM-QwenBackbone=Qwen2026.01 | 61.21 | 64.5 | 62.81 | 15.48 | 16.6 | 16.03 | 50.42 | 52 | 51.21 | |
| OmDet-TurboPublication=arxiv 20242026.01 | 61.02 | 48.93 | 54.31 | 12.3 | 9.86 | 10.95 | 45.61 | 36.57 | 40.6 | |
| Rex-omniPublication=arxiv 20252026.01 | 60.68 | 71.05 | 65.46 | 12.91 | 16.77 | 14.59 | 44.84 | 53.12 | 48.63 | |
| LLM-DetPublication=CVPR 20252026.01 | 53.63 | 83.42 | 65.28 | 17.47 | 27.12 | 21.25 | 44.51 | 68.96 | 54.1 | |
| Training-freePublication=arxiv 20252026.01 | 44.55 | 26.93 | 33.57 | 9.6 | 3.04 | 4.62 | 33.55 | 18.29 | 23.67 | |
| OWL-Vit2Publication=NeurIPS 20232026.01 | 36.14 | 56.4 | 44.05 | 6.06 | 9.45 | 7.38 | 27.25 | 42.54 | 33.22 |